/research-quality

Assess research quality using FAIR principles and quality checklists

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aiwg

21126 skills199 agents26 commands

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$ npx -y skills add jmagly/aiwg --agent claude-code

How it fires

How this command gets triggered: by you, by Claude, or both.

Fires itselfClaude auto-loads it when your prompt matches the work.
You can call itInvoke it directly when you want it.
Slash command/research-quality

Context preview

What this command does when you run it.

Assess research quality using FAIR principles and quality checklists

Command definition

research-quality.md

description: Assess research quality using FAIR principles and quality checklists
category: research-management
argument-hint: [--paper-id <id>] [--all] [--checklist <type>]
allowed-tools: Read, Write, Grep
model: claude-sonnet-4-6

Research Quality Assessment Command

Task

Evaluate research quality using FAIR principles (Findable, Accessible, Interoperable, Reusable) and domain-specific quality checklists.

When invoked with `/research-quality [options]`:

1. **Assess** FAIR compliance 2. **Evaluate** methodological rigor 3. **Check** reproducibility criteria 4. **Generate** quality scores and reports

Parameters

**`--paper-id <id>`** (optional): Assess specific paper
**`--all`** (optional): Assess all papers
**`--checklist <type>`** (optional): Quality checklist (`fair`, `consort`, `prisma`, `arrive`)

Outputs

**Quality report**: `.aiwg/research/quality/quality-assessment.md`
**FAIR scores**: `.aiwg/research/quality/fair-scores.json`

Related Agents

**Quality Agent** (@$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/agents/quality-agent-spec.md)

Skill Definition

**Natural Language Patterns**:

"Assess research quality"
"Check FAIR compliance"
"Evaluate paper quality"
"Run quality checklist"

References

@$AIWG_ROOT/agentic/code/frameworks/research-complete/elaboration/use-cases/UC-RF-006-assess-source-quality.md

---

**Status**: DRAFT **Created**: 2026-01-25 **UC Mapping**: UC-RF-006

Read it on GitHub ↗

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Reusable project context and specialist workflows for the AI tools you already use. Plan software, coordinate specialist reviews, prepare campaigns, investigate incidents, organize research, curate media, and maintain operational knowledge.

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